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7.2
@sarahbergstrom
Systems Architect & Intuitive Creative
AI Fluency Score
7.2/10
Assessed 11/27/2025
Velocity
Legacy AI Cred score
This score uses an earlier AI Cred rubric. The dimension labels below match that rubric.
Prompt Mastery
7.5
out of 10
Technical Understanding
7.0
out of 10
Critical Evaluation
7.5
out of 10
Practical Application
7.0
out of 10
Generated 12/1/2025
Sarah Bergstrom is a systems architect with roots in healthcare tech, where she's spent years navigating the kind of complexity that breaks simpler thinkers. She builds multi-model workflows with intention—mapping Claude to reasoning work, Gemini to ecosystem tasks, ChatGPT to framework-breaking—and her data annotation background gives her pattern recognition most practitioners never develop. Her verification instincts are sharp, her iteration cycles deliberate, and her learning velocity is high enough that she's already outpaced most structured training.
What makes Sarah's profile worth exploring: she's bridging systems-level strategy with something unexpected—a parallel life as an artist and intuitive animal communicator. That cognitive range isn't decorative; it's load-bearing.
Workflow Design
6.5
out of 10